Network analysis¶
Initially, the total number of nodes/businesses in the network is: 438
Using the top n = 10 keywords from TF-IDF, the initialized number of edges is: 10791
After removal of isolated or non-GCC nodes, the total number of nodes/businesses in the network is: 421
Also, the number of edges present in the network now is: 10790
The network plot¶
With forceatlas
Interactive
Degree distribution¶
The maximum degree in our network is: 160
The minimum degree in our network is: 1
Community detection¶
The Louvain algorithm has found 4 communities for hotel landscape in Las Vegas.
Interactive
Wordclouds